{"id":"W4205882486","doi":"10.7748/ns.24.26.28.s31","title":"Readers panel - job security comes at a price","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Job security; Business; Psychology; Work (physics); Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009183722,0.001527425,0.001916146,0.00148951,0.01056663,0.008963021,0.002379503,0.04850018,0.06186046],"category_scores_gemma":[0.02616259,0.001542336,0.002616423,0.0008473902,0.002456218,0.005912874,0.00413869,0.03480827,0.03090515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004166329,"about_ca_system_score_gemma":0.006826971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271932,"about_ca_topic_score_gemma":0.04205937,"domain_scores_codex":[0.9949799,0.000801535,0.0006573098,0.0006208958,0.001776431,0.00116388],"domain_scores_gemma":[0.9742677,0.009166849,0.001237507,0.001118708,0.008813782,0.005395444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004235797,0.00003615193,0.0005501626,0.00003324106,0.000005351238,0.0001376068,0.00008883629,0.00002377458,0.000225508,0.0005792362,0.9949461,0.003331642],"study_design_scores_gemma":[0.00005665805,0.00007960926,0.004353901,0.0002672968,0.0000349948,0.0001265547,0.001152113,0.0001353128,0.0004399048,0.000861139,0.9923999,0.00009265438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002539378,0.002085967,0.0004667747,0.8889094,0.07605309,0.0002733227,0.0007447208,0.0002362918,0.02869099],"genre_scores_gemma":[0.01047076,0.001090674,0.0005749639,0.7805734,0.03101734,0.0004528868,0.0003531063,0.0002002396,0.1752666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06186046,"threshold_uncertainty_score":0.2069439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618904017168251,"score_gpt":0.4323105006094969,"score_spread":0.2704200988926718,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}